Table Data - All Employees: Education and Health Services: Private Educational Services in Scranton--Wilkes-Barre--Hazleton, PA (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Scranton--Wilkes-Barre--Hazleton, PA (MSA) |
|---|---|
| Series ID | SMU42425406561000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-12-01 |
| Last Updated | 2025-01-29 5:15 AM CST |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 7.1790390045512900 |
| 1990-02-01 | 6.7713029510005090 |
| 1990-03-01 | 6.7231256845485590 |
| 1990-04-01 | 6.8125669939847400 |
| 1990-05-01 | 6.7738158188184200 |
| 1990-06-01 | 6.9129808871380590 |
| 1990-07-01 | 6.8850001768764200 |
| 1990-08-01 | 6.9922574860603000 |
| 1990-09-01 | 7.0487027151561800 |
| 1990-10-01 | 6.9737852334862400 |
| 1990-11-01 | 6.9705741892130810 |
| 1990-12-01 | 7.1025016354159405 |
| 1991-01-01 | 7.0697338791478600 |
| 1991-02-01 | 7.1651808877642910 |
| 1991-03-01 | 7.1823435112756510 |
| 1991-04-01 | 7.1734362681215800 |
| 1991-05-01 | 7.1495649987650190 |
| 1991-06-01 | 7.3804796701425100 |
| 1991-07-01 | 6.8748482201288490 |
| 1991-08-01 | 6.9724433995006800 |
| 1991-09-01 | 6.9390370029704105 |
| 1991-10-01 | 7.1610305704754800 |
| 1991-11-01 | 7.2474655324686506 |
| 1991-12-01 | 7.3796854633408600 |
| 1992-01-01 | 7.1774698076243300 |
| 1992-02-01 | 7.1714071022424290 |
| 1992-03-01 | 7.1844544824530190 |
| 1992-04-01 | 7.0754165036823400 |
| 1992-05-01 | 7.1367438548060800 |
| 1992-06-01 | 7.1639727108179400 |
| 1992-07-01 | 6.8581701565393605 |
| 1992-08-01 | 7.0745452124167190 |
| 1992-09-01 | 7.1551607550680990 |
| 1992-10-01 | 7.2653953092615495 |
| 1992-11-01 | 7.2554411989500000 |
| 1992-12-01 | 7.1147482876839000 |
| 1993-01-01 | 7.1737765736570300 |
| 1993-02-01 | 7.1746393296485100 |
| 1993-03-01 | 7.2769337134705300 |
| 1993-04-01 | 7.3411880926778700 |
| 1993-05-01 | 7.4130568585337695 |
| 1993-06-01 | 7.4024757464691700 |
| 1993-07-01 | 7.5623932508388490 |
| 1993-08-01 | 7.6696004299291910 |
| 1993-09-01 | 7.5809213979768300 |
| 1993-10-01 | 7.6440590044976000 |
| 1993-11-01 | 7.6216383102635200 |
| 1993-12-01 | 7.7679372465480990 |
| 1994-01-01 | 7.8191040639131390 |
| 1994-02-01 | 7.8487836593708800 |
| 1994-03-01 | 7.9135045332740700 |
| 1994-04-01 | 8.0533072440646390 |
| 1994-05-01 | 8.1646697630394500 |
| 1994-06-01 | 8.2167002376484300 |
| 1994-07-01 | 8.5111834245146910 |
| 1994-08-01 | 8.5075480392387700 |
| 1994-09-01 | 8.4419331059886690 |
| 1994-10-01 | 8.2981539955216590 |
| 1994-11-01 | 8.3451842538868000 |
| 1994-12-01 | 8.4177380192594600 |
| 1995-01-01 | 8.5749204127371600 |
| 1995-02-01 | 8.5040108325812100 |
| 1995-03-01 | 8.4557716225650500 |
| 1995-04-01 | 8.4893076114808700 |
| 1995-05-01 | 8.6465477865978000 |
| 1995-06-01 | 8.3271228872075200 |
| 1995-07-01 | 8.3951766730574500 |
| 1995-08-01 | 8.3612714719896400 |
| 1995-09-01 | 8.4486046901960700 |
| 1995-10-01 | 8.5077808120843100 |
| 1995-11-01 | 8.6260121004121700 |
| 1995-12-01 | 8.6114936761239510 |
| 1996-01-01 | 8.5795983965373500 |
| 1996-02-01 | 8.5603337863478600 |
| 1996-03-01 | 8.6225299219312900 |
| 1996-04-01 | 8.5535142209847200 |
| 1996-05-01 | 8.5745502046725800 |
| 1996-06-01 | 8.6752146824233700 |
| 1996-07-01 | 8.6511761360177690 |
| 1996-08-01 | 8.5993964596282600 |
| 1996-09-01 | 8.6792988967621500 |
| 1996-10-01 | 8.6171125148248600 |
| 1996-11-01 | 8.6198851827191500 |
| 1996-12-01 | 8.8912992797559600 |
| 1997-01-01 | 8.7039651359215090 |
| 1997-02-01 | 8.6060630758288210 |
| 1997-03-01 | 8.6036847450659090 |
| 1997-04-01 | 8.6272595516345410 |
| 1997-05-01 | 8.8060759324694400 |
| 1997-06-01 | 8.7883595784780800 |
| 1997-07-01 | 8.6765097178131790 |
| 1997-08-01 | 8.7211702473044300 |
| 1997-09-01 | 8.6827526351991800 |
| 1997-10-01 | 8.7168459599133600 |
| 1997-11-01 | 8.6973439729454420 |
| 1997-12-01 | 8.7155853583582000 |
| 1998-01-01 | 8.7224599025445400 |
| 1998-02-01 | 8.8330004739464400 |
| 1998-03-01 | 8.8596946631833010 |
| 1998-04-01 | 8.8841179468129200 |
| 1998-05-01 | 8.8569650637101500 |
| 1998-06-01 | 8.7979253259195610 |
| 1998-07-01 | 8.8250518135749200 |
| 1998-08-01 | 8.8333150885045380 |
| 1998-09-01 | 8.6729529990537600 |
| 1998-10-01 | 8.9021850057416800 |
| 1998-11-01 | 8.7788700251953210 |
| 1998-12-01 | 8.7243800148994100 |
| 1999-01-01 | 8.5235953198005600 |
| 1999-02-01 | 8.6752477972570900 |
| 1999-03-01 | 8.7541360784457100 |
| 1999-04-01 | 8.7878827770635080 |
| 1999-05-01 | 8.6136874315611100 |
| 1999-06-01 | 8.4724217796178500 |
| 1999-07-01 | 8.7360211234881790 |
| 1999-08-01 | 8.7019942823296000 |
| 1999-09-01 | 8.4296821980136300 |
| 1999-10-01 | 8.7256583577324200 |
| 1999-11-01 | 8.7802053353361400 |
| 1999-12-01 | 8.7402859948982310 |
| 2000-01-01 | 8.7524071104039010 |
| 2000-02-01 | 8.7028946623960700 |
| 2000-03-01 | 8.6431327067360900 |
| 2000-04-01 | 8.7005370842299000 |
| 2000-05-01 | 8.7475754213344500 |
| 2000-06-01 | 8.8535165720410290 |
| 2000-07-01 | 8.7708997034757700 |
| 2000-08-01 | 8.8376177353614100 |
| 2000-09-01 | 8.9255879099502600 |
| 2000-10-01 | 8.8126616459406900 |
| 2000-11-01 | 8.8669392577589910 |
| 2000-12-01 | 8.9378108992419500 |
| 2001-01-01 | 8.5274143152735400 |
| 2001-02-01 | 8.9325920280914300 |
| 2001-03-01 | 8.8063704341343900 |
| 2001-04-01 | 8.7971393616320500 |
| 2001-05-01 | 8.6622769393217900 |
| 2001-06-01 | 8.7710988669479910 |
| 2001-07-01 | 8.8112461323133480 |
| 2001-08-01 | 8.8812596604116100 |
| 2001-09-01 | 8.7757819347279910 |
| 2001-10-01 | 8.7202088485373800 |
| 2001-11-01 | 8.6902863741337100 |
| 2001-12-01 | 8.6678777971972500 |
| 2002-01-01 | 8.2902624665725000 |
| 2002-02-01 | 8.7026625674454490 |
| 2002-03-01 | 8.7913808927587800 |
| 2002-04-01 | 8.8074106246780300 |
| 2002-05-01 | 8.8620225694478200 |
| 2002-06-01 | 8.7971996788230900 |
| 2002-07-01 | 8.8537366719090200 |
| 2002-08-01 | 8.9377188887593400 |
| 2002-09-01 | 8.9464937862494400 |
| 2002-10-01 | 8.9778202363562200 |
| 2002-11-01 | 8.9706224247901800 |
| 2002-12-01 | 8.8597654420362310 |
| 2003-01-01 | 9.2522974604606510 |
| 2003-02-01 | 9.1227891818916500 |
| 2003-03-01 | 9.1339020936267300 |
| 2003-04-01 | 8.9848838365314610 |
| 2003-05-01 | 9.1443458345428200 |
| 2003-06-01 | 9.1916504470313820 |
| 2003-07-01 | 9.1539517974605600 |
| 2003-08-01 | 9.1206263996108200 |
| 2003-09-01 | 9.0018716624981980 |
| 2003-10-01 | 9.2291260387195190 |
| 2003-11-01 | 9.2413218402251990 |
| 2003-12-01 | 9.3518595095067310 |
| 2004-01-01 | 9.2415834617124100 |
| 2004-02-01 | 8.9899056312447100 |
| 2004-03-01 | 9.0262344224233000 |
| 2004-04-01 | 9.1579243574102500 |
| 2004-05-01 | 9.1506411179411900 |
| 2004-06-01 | 8.9835567393196700 |
| 2004-07-01 | 9.0815944775329190 |
| 2004-08-01 | 8.9120797934213800 |
| 2004-09-01 | 8.8287727739819390 |
| 2004-10-01 | 9.0318483765178820 |
| 2004-11-01 | 9.1650977478843300 |
| 2004-12-01 | 9.2166193180289900 |
| 2005-01-01 | 9.1223467121134200 |
| 2005-02-01 | 9.0462868229849710 |
| 2005-03-01 | 9.0198219720742600 |
| 2005-04-01 | 8.9557500107685900 |
| 2005-05-01 | 8.8829279993515200 |
| 2005-06-01 | 9.0213646488607900 |
| 2005-07-01 | 8.8594384463354800 |
| 2005-08-01 | 8.7937572902991200 |
| 2005-09-01 | 8.7367438452156510 |
| 2005-10-01 | 8.8501123426839000 |
| 2005-11-01 | 8.6364893950347600 |
| 2005-12-01 | 8.9289131363877310 |
| 2006-01-01 | 8.7849991078752700 |
| 2006-02-01 | 9.1040378805578000 |
| 2006-03-01 | 8.9209475296326700 |
| 2006-04-01 | 8.8478489791313800 |
| 2006-05-01 | 8.9427312340062310 |
| 2006-06-01 | 8.5687999226725700 |
| 2006-07-01 | 8.6028426379082900 |
| 2006-08-01 | 8.7593435276301800 |
| 2006-09-01 | 8.8373556461155000 |
| 2006-10-01 | 8.8539535723683680 |
| 2006-11-01 | 9.0137166444067680 |
| 2006-12-01 | 8.7558976428189690 |
| 2007-01-01 | 8.7799629110342800 |
| 2007-02-01 | 8.7967242889112800 |
| 2007-03-01 | 8.9066531219140300 |
| 2007-04-01 | 9.0061877112400300 |
| 2007-05-01 | 9.1072217326346190 |
| 2007-06-01 | 9.1938883015512510 |
| 2007-07-01 | 8.9390790881379600 |
| 2007-08-01 | 8.5866253488610890 |
| 2007-09-01 | 9.1514017157250400 |
| 2007-10-01 | 9.0432740617576410 |
| 2007-11-01 | 8.9194577008064600 |
| 2007-12-01 | 8.6858835297391490 |
| 2008-01-01 | 9.5472343114521400 |
| 2008-02-01 | 9.0471554445594790 |
| 2008-03-01 | 8.9714624167655500 |
| 2008-04-01 | 9.0882113957161400 |
| 2008-05-01 | 8.7714038168384000 |
| 2008-06-01 | 8.9546301329692890 |
| 2008-07-01 | 9.2689651092229110 |
| 2008-08-01 | 9.2842020980238400 |
| 2008-09-01 | 9.7826778581318700 |
| 2008-10-01 | 9.2387075724583490 |
| 2008-11-01 | 9.2731137891402300 |
| 2008-12-01 | 9.1644346630816600 |
| 2009-01-01 | 9.5672329503598910 |
| 2009-02-01 | 9.3976360868799900 |
| 2009-03-01 | 9.4802008288527700 |
| 2009-04-01 | 9.4289694796943400 |
| 2009-05-01 | 9.0194459907221700 |
| 2009-06-01 | 9.4369395054269300 |
| 2009-07-01 | 9.5983341257688600 |
| 2009-08-01 | 9.6291353980212000 |
| 2009-09-01 | 9.6442806482719710 |
| 2009-10-01 | 9.5295858417257100 |
| 2009-11-01 | 9.5147476809658200 |
| 2009-12-01 | 9.3992577428388700 |
| 2010-01-01 | 9.5969281975961080 |
| 2010-02-01 | 9.6760681644270700 |
| 2010-03-01 | 9.6336026161602800 |
| 2010-04-01 | 9.6931117103050500 |
| 2010-05-01 | 9.7540257278764700 |
| 2010-06-01 | 9.9122595230660000 |
| 2010-07-01 | 9.9484831916896100 |
| 2010-08-01 | 9.7447569890356100 |
| 2010-09-01 | 9.7176838118723820 |
| 2010-10-01 | 9.9074588300584490 |
| 2010-11-01 | 9.9459842973315190 |
| 2010-12-01 | 9.8602322583630890 |
| 2011-01-01 | 9.7508599905323100 |
| 2011-02-01 | 9.8595528198664390 |
| 2011-03-01 | 9.9010375302840500 |
| 2011-04-01 | 9.7829128416252200 |
| 2011-05-01 | 9.7577041503117100 |
| 2011-06-01 | 10.0400986876406990 |
| 2011-07-01 | 9.5852900322640600 |
| 2011-08-01 | 9.7540053423705300 |
| 2011-09-01 | 9.5998512012568900 |
| 2011-10-01 | 9.5593422428079300 |
| 2011-11-01 | 9.5689597001555700 |
| 2011-12-01 | 9.4866229588103690 |
| 2012-01-01 | 9.0234351210573900 |
| 2012-02-01 | 10.0678846550449000 |
| 2012-03-01 | 9.7592646463533300 |
| 2012-04-01 | 9.8868735807515100 |
| 2012-05-01 | 9.4292499069060900 |
| 2012-06-01 | 9.6805856160193820 |
| 2012-07-01 | 9.6030805592227300 |
| 2012-08-01 | 9.6351358527476800 |
| 2012-09-01 | 9.7746547812172000 |
| 2012-10-01 | 9.7509114517943600 |
| 2012-11-01 | 9.8339112848885900 |
| 2012-12-01 | 10.1485947156673000 |
| 2013-01-01 | 9.4918530406730300 |
| 2013-02-01 | 9.7324586978965200 |
| 2013-03-01 | 9.8232293540194390 |
| 2013-04-01 | 9.7258524927081890 |
| 2013-05-01 | 9.6978949100301800 |
| 2013-06-01 | 9.6835046620551100 |
| 2013-07-01 | 9.8601190486703300 |
| 2013-08-01 | 9.7499407336138200 |
| 2013-09-01 | 9.8457730105914010 |
| 2013-10-01 | 9.8499890474911700 |
| 2013-11-01 | 9.8419626688698200 |
| 2013-12-01 | 9.9443964676921800 |
| 2014-01-01 | 9.8384232521078200 |
| 2014-02-01 | 9.9424816444167500 |
| 2014-03-01 | 9.8098832251841090 |
| 2014-04-01 | 9.9403814154127700 |
| 2014-05-01 | 9.6626450886584810 |
| 2014-06-01 | 9.9254039742813300 |
| 2014-07-01 | 9.9759720532889900 |
| 2014-08-01 | 10.0999194466335000 |
| 2014-09-01 | 10.1019766863615000 |
| 2014-10-01 | 10.0311559000500000 |
| 2014-11-01 | 10.0406408932579990 |
| 2014-12-01 | 10.1499875168959020 |
| 2015-01-01 | 10.1928981517695000 |
| 2015-02-01 | 9.9517904217408010 |
| 2015-03-01 | 9.8845522728521400 |
| 2015-04-01 | 10.0608573088803010 |
| 2015-05-01 | 10.2357068303630000 |
| 2015-06-01 | 10.1572315429657000 |
| 2015-07-01 | 10.0970409949359000 |
| 2015-08-01 | 9.9489192707610300 |
| 2015-09-01 | 9.7649537743905000 |
| 2015-10-01 | 9.9317944358899400 |
| 2015-11-01 | 9.9757577967676000 |
| 2015-12-01 | 10.0073608288295000 |
| 2016-01-01 | 10.4472500148275010 |
| 2016-02-01 | 10.0500380647595000 |
| 2016-03-01 | 10.1238767135768000 |
| 2016-04-01 | 10.0859997903921990 |
| 2016-05-01 | 10.5159702165146990 |
| 2016-06-01 | 10.1432612331961990 |
| 2016-07-01 | 10.0986193124747000 |
| 2016-08-01 | 10.1597076814379000 |
| 2016-09-01 | 9.6305801098487000 |
| 2016-10-01 | 10.0025315485731990 |
| 2016-11-01 | 9.9993289269561690 |
| 2016-12-01 | 9.9962525040703410 |
| 2017-01-01 | 9.8129708793617890 |
| 2017-02-01 | 9.8742233208375800 |
| 2017-03-01 | 9.6988760908719900 |
| 2017-04-01 | 9.6439398036194100 |
| 2017-05-01 | 10.0215727920549000 |
| 2017-06-01 | 9.6562254121251900 |
| 2017-07-01 | 9.7345726570308500 |
| 2017-08-01 | 9.6221666843854200 |
| 2017-09-01 | 9.7837844696255000 |
| 2017-10-01 | 9.7150299717942500 |
| 2017-11-01 | 9.6550858789897410 |
| 2017-12-01 | 9.6372082060539200 |
| 2018-01-01 | 9.6191348452765600 |
| 2018-02-01 | 9.7140937178818910 |
| 2018-03-01 | 9.7160240342048390 |
| 2018-04-01 | 9.7559115866661090 |
| 2018-05-01 | 9.6165764942498400 |
| 2018-06-01 | 9.6295254427416310 |
| 2018-07-01 | 9.4615189109623700 |
| 2018-08-01 | 9.5735559078938200 |
| 2018-09-01 | 9.6657416325804400 |
| 2018-10-01 | 9.6226182482149100 |
| 2018-11-01 | 9.5782764677615510 |
| 2018-12-01 | 9.6579443325954400 |
| 2019-01-01 | 9.6313150716853700 |
| 2019-02-01 | 9.7530893961695000 |
| 2019-03-01 | 9.7330746146648900 |
| 2019-04-01 | 9.7769947767868900 |
| 2019-05-01 | 9.2049707253920800 |
| 2019-06-01 | 9.5915542634658400 |
| 2019-07-01 | 9.5418969468279610 |
| 2019-08-01 | 9.6318115493368910 |
| 2019-09-01 | 9.6581536402234200 |
| 2019-10-01 | 9.8226407425420000 |
| 2019-11-01 | 9.7717458888079620 |
| 2019-12-01 | 9.4808034074984000 |
| 2020-01-01 | 10.1893344810793010 |
| 2020-02-01 | 9.8165706547644500 |
| 2020-03-01 | 9.7501527226498690 |
| 2020-04-01 | 7.9925416404992200 |
| 2020-05-01 | 7.8867471525113295 |
| 2020-06-01 | 8.5814814618553310 |
| 2020-07-01 | 8.7526974849710600 |
| 2020-08-01 | 8.8703577597974900 |
| 2020-09-01 | 8.9145027507717900 |
| 2020-10-01 | 8.8558295179288110 |
| 2020-11-01 | 8.8884444249602210 |
| 2020-12-01 | 8.0726320002991800 |
| 2021-01-01 | 8.8187168336033110 |
| 2021-02-01 | 8.5739366062561100 |
| 2021-03-01 | 9.0315104534108690 |
| 2021-04-01 | 8.9288734224672890 |
| 2021-05-01 | 9.3426942207988010 |
| 2021-06-01 | 9.3379399348393900 |
| 2021-07-01 | 9.2943168276769800 |
| 2021-08-01 | 9.1908963265060000 |
| 2021-09-01 | 8.8562300005545910 |
| 2021-10-01 | 8.9770506750026700 |
| 2021-11-01 | 9.0767152756315100 |
| 2021-12-01 | 9.1998147922126000 |
| 2022-01-01 | 9.5655543044877400 |
| 2022-02-01 | 9.1747098249827790 |
| 2022-03-01 | 9.0427822106023300 |
| 2022-04-01 | 9.2354665409132500 |
| 2022-05-01 | 9.4245924192431700 |
| 2022-06-01 | 9.1540774106506000 |
| 2022-07-01 | 9.2325097770508800 |
| 2022-08-01 | 9.2941600464491500 |
| 2022-09-01 | 9.2954984046506900 |
| 2022-10-01 | 9.1857193506202210 |
| 2022-11-01 | 9.1751896540125800 |
| 2022-12-01 | 9.2924393496736890 |
| 2023-01-01 | 9.0785274600937310 |
| 2023-02-01 | 9.0996246773187800 |
| 2023-03-01 | 9.2381508067112600 |
| 2023-04-01 | 9.2491245184073810 |
| 2023-05-01 | 9.3323738900399100 |
| 2023-06-01 | 9.4640975004188300 |
| 2023-07-01 | 9.3122558046690400 |
| 2023-08-01 | 9.2824871912771800 |
| 2023-09-01 | 9.4267802846418300 |
| 2023-10-01 | 9.6589478763967600 |
| 2023-11-01 | 9.6307832082052100 |
| 2023-12-01 | 9.6673419026579100 |
| 2024-01-01 | 9.8256163701991200 |
| 2024-02-01 | 9.7615297127510000 |
| 2024-03-01 | 9.7018311633578480 |
| 2024-04-01 | 9.7088711541634610 |
| 2024-05-01 | 9.6384166474239000 |
| 2024-06-01 | 9.7866135349431200 |
| 2024-07-01 | 9.8933002859146300 |
| 2024-08-01 | 9.8815117392460610 |
| 2024-09-01 | 9.7479099396213100 |
| 2024-10-01 | 9.7481639263300610 |
| 2024-11-01 | 9.8114053551416410 |
| 2024-12-01 | 9.7626792843045400 |
